Health Dataset Report

Dataset statistics

Number of variables	40
Number of observations	380932
Missing cells	355155
Missing cells (%)	2.3%
Duplicate rows	11
Duplicate rows (%)	< 0.1%
Total size in memory	116.3 MiB
Average record size in memory	320.0 B

Variable types

Numeric	8
Categorical	32

Alerts

Dataset has 11 (< 0.1%) duplicate rows	Duplicates
`AgeCategory` is highly overall correlated with `PneumoVaxEver`	High correlation
`HeightInMeters` is highly overall correlated with `WeightInKilograms` and 1 other fields	High correlation
`WeightInKilograms` is highly overall correlated with `HeightInMeters` and 1 other fields	High correlation
`BMI` is highly overall correlated with `WeightInKilograms`	High correlation
`Sex` is highly overall correlated with `HeightInMeters`	High correlation
`PneumoVaxEver` is highly overall correlated with `AgeCategory`	High correlation
`HadHeartAttack` is highly imbalanced (68.0%)	Imbalance
`HadAngina` is highly imbalanced (66.5%)	Imbalance
`HadStroke` is highly imbalanced (73.9%)	Imbalance
`HadSkinCancer` is highly imbalanced (59.0%)	Imbalance
`HadCOPD` is highly imbalanced (59.0%)	Imbalance
`HadKidneyDisease` is highly imbalanced (72.6%)	Imbalance
`HadDiabetes` is highly imbalanced (59.4%)	Imbalance
`DeafOrHardOfHearing` is highly imbalanced (55.4%)	Imbalance
`BlindOrVisionDifficulty` is highly imbalanced (68.7%)	Imbalance
`DifficultyDressingBathing` is highly imbalanced (75.6%)	Imbalance
`DifficultyErrands` is highly imbalanced (60.3%)	Imbalance
`HighRiskLastYear` is highly imbalanced (74.2%)	Imbalance
`PhysicalHealthDays` has 8988 (2.4%) missing values	Missing
`MentalHealthDays` has 7420 (1.9%) missing values	Missing
`LastCheckupTime` has 6793 (1.8%) missing values	Missing
`SleepHours` has 4376 (1.1%) missing values	Missing
`RemovedTeeth` has 9230 (2.4%) missing values	Missing
`SmokerStatus` has 107587 (28.2%) missing values	Missing
`ChestScan` has 16179 (4.2%) missing values	Missing
`RaceEthnicityCategory` has 10780 (2.8%) missing values	Missing
`AgeCategory` has 6348 (1.7%) missing values	Missing
`HeightInMeters` has 8631 (2.3%) missing values	Missing
`WeightInKilograms` has 20361 (5.3%) missing values	Missing
`BMI` has 25608 (6.7%) missing values	Missing
`AlcoholDrinkers` has 4901 (1.3%) missing values	Missing
`HIVTesting` has 18321 (4.8%) missing values	Missing
`PneumoVaxEver` has 29798 (7.8%) missing values	Missing
`TetanusLast10Tdap` has 34687 (9.1%) missing values	Missing
`PhysicalHealthDays` has 229002 (60.1%) zeros	Zeros
`MentalHealthDays` has 226066 (59.3%) zeros	Zeros

Reproduction

Analysis started	2023-11-26 16:27:30.873594
Analysis finished	2023-11-26 16:29:44.498990
Duration	2 minutes and 13.63 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

State
Real number (ℝ)

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.857389

Minimum	53.15
Maximum	91.26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	53.15
5-th percentile	56.42
Q1	60.65
median	68.38
Q3	76.81
95-th percentile	84.51
Maximum	91.26
Range	38.11
Interquartile range (IQR)	16.16

Descriptive statistics

Standard deviation	9.5875827
Coefficient of variation (CV)	0.13724508
Kurtosis	-1.0932819
Mean	69.857389
Median Absolute Deviation (MAD)	7.97
Skewness	0.14823182
Sum	26610915
Variance	91.921742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.35	22388	5.9%
60.65	18811	4.9%
81.03	14586	3.8%
72.39	13887	3.6%
79.98	13362	3.5%
73.77	12146	3.2%
63.48	11979	3.1%
69.71	11046	2.9%
65.56	10014	2.6%
83.63	9662	2.5%
Other values (42)	243051	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
53.15	3583	0.9%
53.26	4125	1.1%
53.77	3917	1.0%
55.1	4841	1.3%
55.59	1349	0.4%
56.42	4538	1.2%
56.64	5891	1.5%
57	4385	1.2%
57.49	7661	2.0%
57.88	8660	2.3%

Value	Count	Frequency (%)
91.26	2667	0.7%
88.03	4805	1.3%
86.09	7276	1.9%
86.04	1950	0.5%
84.51	9616	2.5%
84.18	5342	1.4%
83.63	9662	2.5%
83.22	7720	2.0%
81.7	6679	1.8%
81.03	14586	3.8%

Sex
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.8 MiB

1.0	201499
0.0	179433

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1142796
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	201499	52.9%
0.0	179433	47.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	201499	52.9%
0.0	179433	47.1%

Most occurring characters

Value	Count	Frequency (%)
0	560365	49.0%
.	380932	33.3%
1	201499	17.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	761864	66.7%
Other Punctuation	380932	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	560365	73.6%
1	201499	26.4%

Other Punctuation

Value	Count	Frequency (%)
.	380932	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1142796	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	560365	49.0%
.	380932	33.3%
1	201499	17.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1142796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	560365	49.0%
.	380932	33.3%
1	201499	17.6%

GeneralHealth
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	957
Missing (%)	0.3%
Memory size	21.8 MiB

2.0	127352
1.0	122852
3.0	60315
0.0	52426
-1.0	17030

Length

Max length	4
Median length	3
Mean length	3.0448187
Min length	3

Characters and Unicode

Total characters	1156955
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	3.0
3rd row	3.0
4th row	0.0
5th row	-1.0

Common Values

Value	Count	Frequency (%)
2.0	127352	33.4%
1.0	122852	32.3%
3.0	60315	15.8%
0.0	52426	13.8%
-1.0	17030	4.5%
(Missing)	957	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	139882	36.8%
2.0	127352	33.5%
3.0	60315	15.9%
0.0	52426	13.8%

Most occurring characters

Value	Count	Frequency (%)
0	432401	37.4%
.	379975	32.8%
1	139882	12.1%
2	127352	11.0%
3	60315	5.2%
-	17030	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759950	65.7%
Other Punctuation	379975	32.8%
Dash Punctuation	17030	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	432401	56.9%
1	139882	18.4%
2	127352	16.8%
3	60315	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	379975	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17030	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1156955	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	432401	37.4%
.	379975	32.8%
1	139882	12.1%
2	127352	11.0%
3	60315	5.2%
-	17030	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1156955	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	432401	37.4%
.	379975	32.8%
1	139882	12.1%
2	127352	11.0%
3	60315	5.2%
-	17030	1.5%

PhysicalHealthDays
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	8988
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.3849908

Minimum	0
Maximum	30
Zeros	229002
Zeros (%)	60.1%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	30
Maximum	30
Range	30
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	8.7420914
Coefficient of variation (CV)	1.9936396
Kurtosis	3.3427103
Mean	4.3849908
Median Absolute Deviation (MAD)	0
Skewness	2.1640866
Sum	1630971
Variance	76.424162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	229002	60.1%
30	28883	7.6%
2	21830	5.7%
1	14936	3.9%
3	13573	3.6%
5	13031	3.4%
10	9008	2.4%
7	7866	2.1%
15	7661	2.0%
4	7212	1.9%
Other values (21)	18942	5.0%
(Missing)	8988	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	229002	60.1%
1	14936	3.9%
2	21830	5.7%
3	13573	3.6%
4	7212	1.9%
5	13031	3.4%
6	2152	0.6%
7	7866	2.1%
8	1494	0.4%
9	333	0.1%

Value	Count	Frequency (%)
30	28883	7.6%
29	309	0.1%
28	635	0.2%
27	162	< 0.1%
26	92	< 0.1%
25	1876	0.5%
24	99	< 0.1%
23	86	< 0.1%
22	118	< 0.1%
21	882	0.2%

MentalHealthDays
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	7420
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	4.4157323

Minimum	0
Maximum	30
Zeros	226066
Zeros (%)	59.3%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	30
Maximum	30
Range	30
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	8.4040866
Coefficient of variation (CV)	1.9032147
Kurtosis	3.3020549
Mean	4.4157323
Median Absolute Deviation (MAD)	0
Skewness	2.1097337
Sum	1649329
Variance	70.628671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	226066	59.3%
30	23209	6.1%
2	20481	5.4%
5	17184	4.5%
10	13325	3.5%
3	13174	3.5%
15	12674	3.3%
1	12440	3.3%
20	7926	2.1%
4	6868	1.8%
Other values (21)	20165	5.3%
(Missing)	7420	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	226066	59.3%
1	12440	3.3%
2	20481	5.4%
3	13174	3.5%
4	6868	1.8%
5	17184	4.5%
6	1997	0.5%
7	6834	1.8%
8	1476	0.4%
9	260	0.1%

Value	Count	Frequency (%)
30	23209	6.1%
29	418	0.1%
28	779	0.2%
27	206	0.1%
26	90	< 0.1%
25	2669	0.7%
24	104	< 0.1%
23	86	< 0.1%
22	165	< 0.1%
21	472	0.1%

LastCheckupTime
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	6793
Missing (%)	1.8%
Memory size	21.6 MiB

0.0	301086
1.0	35527
2.0	21212
5.0	16314

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1122417
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	301086	79.0%
1.0	35527	9.3%
2.0	21212	5.6%
5.0	16314	4.3%
(Missing)	6793	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	301086	80.5%
1.0	35527	9.5%
2.0	21212	5.7%
5.0	16314	4.4%

Most occurring characters

Value	Count	Frequency (%)
0	675225	60.2%
.	374139	33.3%
1	35527	3.2%
2	21212	1.9%
5	16314	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	748278	66.7%
Other Punctuation	374139	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	675225	90.2%
1	35527	4.7%
2	21212	2.8%
5	16314	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	374139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1122417	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	675225	60.2%
.	374139	33.3%
1	35527	3.2%
2	21212	1.9%
5	16314	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1122417	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	675225	60.2%
.	374139	33.3%
1	35527	3.2%
2	21212	1.9%
5	16314	1.5%

PhysicalActivities
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	805
Missing (%)	0.2%
Memory size	21.8 MiB

1.0	288481
0.0	91646

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1140381
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	288481	75.7%
0.0	91646	24.1%
(Missing)	805	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	288481	75.9%
0.0	91646	24.1%

Most occurring characters

Value	Count	Frequency (%)
0	471773	41.4%
.	380127	33.3%
1	288481	25.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	760254	66.7%
Other Punctuation	380127	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	471773	62.1%
1	288481	37.9%

Other Punctuation

Value	Count	Frequency (%)
.	380127	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1140381	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	471773	41.4%
.	380127	33.3%
1	288481	25.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1140381	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	471773	41.4%
.	380127	33.3%
1	288481	25.3%

SleepHours
Real number (ℝ)

MISSING

Distinct	24
Distinct (%)	< 0.1%
Missing	4376
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.0228226

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	6
median	7
Q3	8
95-th percentile	9
Maximum	24
Range	23
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4911012
Coefficient of variation (CV)	0.2123222
Kurtosis	8.0076209
Mean	7.0228226
Median Absolute Deviation (MAD)	1
Skewness	0.69860711
Sum	2644486
Variance	2.2233827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
7	113898	29.9%
8	106981	28.1%
6	82268	21.6%
5	25944	6.8%
9	18421	4.8%
4	10642	2.8%
10	9046	2.4%
3	2764	0.7%
12	2561	0.7%
2	1267	0.3%
Other values (14)	2764	0.7%
(Missing)	4376	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	911	0.2%
2	1267	0.3%
3	2764	0.7%
4	10642	2.8%
5	25944	6.8%
6	82268	21.6%
7	113898	29.9%
8	106981	28.1%
9	18421	4.8%
10	9046	2.4%

Value	Count	Frequency (%)
24	34	< 0.1%
23	11	< 0.1%
22	13	< 0.1%
21	2	< 0.1%
20	113	< 0.1%
19	13	< 0.1%
18	143	< 0.1%
17	21	< 0.1%
16	258	0.1%
15	262	0.1%

RemovedTeeth
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	9230
Missing (%)	2.4%
Memory size	22.1 MiB

0.0	198338
0.03125	111375
0.1875	39884
1.0	22105

Length

Max length	7
Median length	3
Mean length	4.5204438
Min length	3

Characters and Unicode

Total characters	1680258
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.03125
4th row	0.03125
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	198338	52.1%
0.03125	111375	29.2%
0.1875	39884	10.5%
1.0	22105	5.8%
(Missing)	9230	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	198338	53.4%
0.03125	111375	30.0%
0.1875	39884	10.7%
1.0	22105	5.9%

Most occurring characters

Value	Count	Frequency (%)
0	681415	40.6%
.	371702	22.1%
1	173364	10.3%
5	151259	9.0%
3	111375	6.6%
2	111375	6.6%
8	39884	2.4%
7	39884	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1308556	77.9%
Other Punctuation	371702	22.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	681415	52.1%
1	173364	13.2%
5	151259	11.6%
3	111375	8.5%
2	111375	8.5%
8	39884	3.0%
7	39884	3.0%

Other Punctuation

Value	Count	Frequency (%)
.	371702	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1680258	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	681415	40.6%
.	371702	22.1%
1	173364	10.3%
5	151259	9.0%
3	111375	6.6%
2	111375	6.6%
8	39884	2.4%
7	39884	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1680258	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	681415	40.6%
.	371702	22.1%
1	173364	10.3%
5	151259	9.0%
3	111375	6.6%
2	111375	6.6%
8	39884	2.4%
7	39884	2.4%

HadHeartAttack
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	2377
Missing (%)	0.6%
Memory size	21.7 MiB

0.0	356585
1.0	21970

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1135665
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	356585	93.6%
1.0	21970	5.8%
(Missing)	2377	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	356585	94.2%
1.0	21970	5.8%

Most occurring characters

Value	Count	Frequency (%)
0	735140	64.7%
.	378555	33.3%
1	21970	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	757110	66.7%
Other Punctuation	378555	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	735140	97.1%
1	21970	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	378555	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1135665	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	735140	64.7%
.	378555	33.3%
1	21970	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1135665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	735140	64.7%
.	378555	33.3%
1	21970	1.9%

HadAngina
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	3647
Missing (%)	1.0%
Memory size	21.7 MiB

0.0	353890
1.0	23395

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1131855
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	353890	92.9%
1.0	23395	6.1%
(Missing)	3647	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	353890	93.8%
1.0	23395	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	731175	64.6%
.	377285	33.3%
1	23395	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754570	66.7%
Other Punctuation	377285	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	731175	96.9%
1	23395	3.1%

Other Punctuation

Value	Count	Frequency (%)
.	377285	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1131855	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	731175	64.6%
.	377285	33.3%
1	23395	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1131855	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	731175	64.6%
.	377285	33.3%
1	23395	2.1%

HadStroke
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1184
Missing (%)	0.3%
Memory size	21.8 MiB

0.0	362969
1.0	16779

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1139244
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	362969	95.3%
1.0	16779	4.4%
(Missing)	1184	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	362969	95.6%
1.0	16779	4.4%

Most occurring characters

Value	Count	Frequency (%)
0	742717	65.2%
.	379748	33.3%
1	16779	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759496	66.7%
Other Punctuation	379748	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	742717	97.8%
1	16779	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	379748	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1139244	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	742717	65.2%
.	379748	33.3%
1	16779	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1139244	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	742717	65.2%
.	379748	33.3%
1	16779	1.5%

HadAsthma
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1377
Missing (%)	0.4%
Memory size	21.8 MiB

0.0	321806
1.0	57749

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1138665
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	321806	84.5%
1.0	57749	15.2%
(Missing)	1377	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	321806	84.8%
1.0	57749	15.2%

Most occurring characters

Value	Count	Frequency (%)
0	701361	61.6%
.	379555	33.3%
1	57749	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759110	66.7%
Other Punctuation	379555	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	701361	92.4%
1	57749	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	379555	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1138665	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	701361	61.6%
.	379555	33.3%
1	57749	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1138665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	701361	61.6%
.	379555	33.3%
1	57749	5.1%

HadSkinCancer
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	2573
Missing (%)	0.7%
Memory size	21.7 MiB

0.0	347198
1.0	31161

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1135077
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	347198	91.1%
1.0	31161	8.2%
(Missing)	2573	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	347198	91.8%
1.0	31161	8.2%

Most occurring characters

Value	Count	Frequency (%)
0	725557	63.9%
.	378359	33.3%
1	31161	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	756718	66.7%
Other Punctuation	378359	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	725557	95.9%
1	31161	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	378359	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1135077	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	725557	63.9%
.	378359	33.3%
1	31161	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1135077	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	725557	63.9%
.	378359	33.3%
1	31161	2.7%

HadCOPD
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1726
Missing (%)	0.5%
Memory size	21.8 MiB

0.0	348041
1.0	31165

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1137618
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	348041	91.4%
1.0	31165	8.2%
(Missing)	1726	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	348041	91.8%
1.0	31165	8.2%

Most occurring characters

Value	Count	Frequency (%)
0	727247	63.9%
.	379206	33.3%
1	31165	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	758412	66.7%
Other Punctuation	379206	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	727247	95.9%
1	31165	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	379206	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1137618	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	727247	63.9%
.	379206	33.3%
1	31165	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1137618	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	727247	63.9%
.	379206	33.3%
1	31165	2.7%

HadDepressiveDisorder
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2222
Missing (%)	0.6%
Memory size	21.7 MiB

0.0	298652
1.0	80058

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1136130
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	298652	78.4%
1.0	80058	21.0%
(Missing)	2222	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	298652	78.9%
1.0	80058	21.1%

Most occurring characters

Value	Count	Frequency (%)
0	677362	59.6%
.	378710	33.3%
1	80058	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	757420	66.7%
Other Punctuation	378710	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	677362	89.4%
1	80058	10.6%

Other Punctuation

Value	Count	Frequency (%)
.	378710	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1136130	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	677362	59.6%
.	378710	33.3%
1	80058	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1136130	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	677362	59.6%
.	378710	33.3%
1	80058	7.0%

HadKidneyDisease
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1490
Missing (%)	0.4%
Memory size	21.8 MiB

0.0	361533
1.0	17909

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1138326
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	361533	94.9%
1.0	17909	4.7%
(Missing)	1490	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	361533	95.3%
1.0	17909	4.7%

Most occurring characters

Value	Count	Frequency (%)
0	740975	65.1%
.	379442	33.3%
1	17909	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	758884	66.7%
Other Punctuation	379442	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	740975	97.6%
1	17909	2.4%

Other Punctuation

Value	Count	Frequency (%)
.	379442	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1138326	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	740975	65.1%
.	379442	33.3%
1	17909	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1138326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	740975	65.1%
.	379442	33.3%
1	17909	1.6%

HadArthritis
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2092
Missing (%)	0.5%
Memory size	21.7 MiB

0.0	246483
1.0	132357

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1136520
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	246483	64.7%
1.0	132357	34.7%
(Missing)	2092	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	246483	65.1%
1.0	132357	34.9%

Most occurring characters

Value	Count	Frequency (%)
0	625323	55.0%
.	378840	33.3%
1	132357	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	757680	66.7%
Other Punctuation	378840	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	625323	82.5%
1	132357	17.5%

Other Punctuation

Value	Count	Frequency (%)
.	378840	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1136520	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	625323	55.0%
.	378840	33.3%
1	132357	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1136520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	625323	55.0%
.	378840	33.3%
1	132357	11.6%

HadDiabetes
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	754
Missing (%)	0.2%
Memory size	21.8 MiB

0.0	314433
4.0	53423
1.0	9054
3.0	3268

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1140534
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
0.0	314433	82.5%
4.0	53423	14.0%
1.0	9054	2.4%
3.0	3268	0.9%
(Missing)	754	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	314433	82.7%
4.0	53423	14.1%
1.0	9054	2.4%
3.0	3268	0.9%

Most occurring characters

Value	Count	Frequency (%)
0	694611	60.9%
.	380178	33.3%
4	53423	4.7%
1	9054	0.8%
3	3268	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	760356	66.7%
Other Punctuation	380178	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	694611	91.4%
4	53423	7.0%
1	9054	1.2%
3	3268	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	380178	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1140534	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	694611	60.9%
.	380178	33.3%
4	53423	4.7%
1	9054	0.8%
3	3268	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1140534	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	694611	60.9%
.	380178	33.3%
4	53423	4.7%
1	9054	0.8%
3	3268	0.3%

DeafOrHardOfHearing
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1388
Missing (%)	0.4%
Memory size	21.8 MiB

0.0	344325
1.0	35219

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1138632
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	344325	90.4%
1.0	35219	9.2%
(Missing)	1388	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	344325	90.7%
1.0	35219	9.3%

Most occurring characters

Value	Count	Frequency (%)
0	723869	63.6%
.	379544	33.3%
1	35219	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759088	66.7%
Other Punctuation	379544	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	723869	95.4%
1	35219	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	379544	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1138632	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	723869	63.6%
.	379544	33.3%
1	35219	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1138632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	723869	63.6%
.	379544	33.3%
1	35219	3.1%

BlindOrVisionDifficulty
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1178
Missing (%)	0.3%
Memory size	21.8 MiB

0.0	358295
1.0	21459

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1139262
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	358295	94.1%
1.0	21459	5.6%
(Missing)	1178	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	358295	94.3%
1.0	21459	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	738049	64.8%
.	379754	33.3%
1	21459	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759508	66.7%
Other Punctuation	379754	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	738049	97.2%
1	21459	2.8%

Other Punctuation

Value	Count	Frequency (%)
.	379754	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1139262	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	738049	64.8%
.	379754	33.3%
1	21459	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1139262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	738049	64.8%
.	379754	33.3%
1	21459	1.9%

DifficultyConcentrating
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2540
Missing (%)	0.7%
Memory size	21.7 MiB

0.0	332695
1.0	45697

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1135176
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	332695	87.3%
1.0	45697	12.0%
(Missing)	2540	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	332695	87.9%
1.0	45697	12.1%

Most occurring characters

Value	Count	Frequency (%)
0	711087	62.6%
.	378392	33.3%
1	45697	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	756784	66.7%
Other Punctuation	378392	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	711087	94.0%
1	45697	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	378392	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1135176	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	711087	62.6%
.	378392	33.3%
1	45697	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1135176	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	711087	62.6%
.	378392	33.3%
1	45697	4.0%

DifficultyWalking
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1336
Missing (%)	0.4%
Memory size	21.8 MiB

0.0	317250
1.0	62346

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1138788
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	317250	83.3%
1.0	62346	16.4%
(Missing)	1336	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	317250	83.6%
1.0	62346	16.4%

Most occurring characters

Value	Count	Frequency (%)
0	696846	61.2%
.	379596	33.3%
1	62346	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759192	66.7%
Other Punctuation	379596	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	696846	91.8%
1	62346	8.2%

Other Punctuation

Value	Count	Frequency (%)
.	379596	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1138788	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	696846	61.2%
.	379596	33.3%
1	62346	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1138788	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	696846	61.2%
.	379596	33.3%
1	62346	5.5%

DifficultyDressingBathing
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	594
Missing (%)	0.2%
Memory size	21.8 MiB

0.0	364982
1.0	15356

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1141014
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	364982	95.8%
1.0	15356	4.0%
(Missing)	594	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	364982	96.0%
1.0	15356	4.0%

Most occurring characters

Value	Count	Frequency (%)
0	745320	65.3%
.	380338	33.3%
1	15356	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	760676	66.7%
Other Punctuation	380338	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	745320	98.0%
1	15356	2.0%

Other Punctuation

Value	Count	Frequency (%)
.	380338	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1141014	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	745320	65.3%
.	380338	33.3%
1	15356	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1141014	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	745320	65.3%
.	380338	33.3%
1	15356	1.3%

DifficultyErrands
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1207
Missing (%)	0.3%
Memory size	21.8 MiB

0.0	349920
1.0	29805

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1139175
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	349920	91.9%
1.0	29805	7.8%
(Missing)	1207	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	349920	92.2%
1.0	29805	7.8%

Most occurring characters

Value	Count	Frequency (%)
0	729645	64.1%
.	379725	33.3%
1	29805	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759450	66.7%
Other Punctuation	379725	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	729645	96.1%
1	29805	3.9%

Other Punctuation

Value	Count	Frequency (%)
.	379725	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1139175	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	729645	64.1%
.	379725	33.3%
1	29805	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1139175	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	729645	64.1%
.	379725	33.3%
1	29805	2.6%

SmokerStatus
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	107587
Missing (%)	28.2%
Memory size	19.2 MiB

0.0	227504
1001001.0	33183
1001000.0	12658

Length

Max length	9
Median length	3
Mean length	4.0062229
Min length	3

Characters and Unicode

Total characters	1095081
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1001000.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	227504	59.7%
1001001.0	33183	8.7%
1001000.0	12658	3.3%
(Missing)	107587	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	227504	83.2%
1001001.0	33183	12.1%
1001000.0	12658	4.6%

Most occurring characters

Value	Count	Frequency (%)
0	696871	63.6%
.	273345	25.0%
1	124865	11.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	821736	75.0%
Other Punctuation	273345	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	696871	84.8%
1	124865	15.2%

Other Punctuation

Value	Count	Frequency (%)
.	273345	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1095081	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	696871	63.6%
.	273345	25.0%
1	124865	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1095081	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	696871	63.6%
.	273345	25.0%
1	124865	11.4%

ECigaretteUsage
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	1519
Missing (%)	0.4%
Memory size	22.3 MiB

0.0	289772
1000000.0	69430
1001000.0	10727
1001001.0	9484

Length

Max length	9
Median length	3
Mean length	4.417574
Min length	3

Characters and Unicode

Total characters	1676085
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1000000.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	289772	76.1%
1000000.0	69430	18.2%
1001000.0	10727	2.8%
1001001.0	9484	2.5%
(Missing)	1519	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	289772	76.4%
1000000.0	69430	18.3%
1001000.0	10727	2.8%
1001001.0	9484	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	1177336	70.2%
.	379413	22.6%
1	119336	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1296672	77.4%
Other Punctuation	379413	22.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1177336	90.8%
1	119336	9.2%

Other Punctuation

Value	Count	Frequency (%)
.	379413	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1676085	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1177336	70.2%
.	379413	22.6%
1	119336	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1676085	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1177336	70.2%
.	379413	22.6%
1	119336	7.1%

ChestScan
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	16179
Missing (%)	4.2%
Memory size	21.4 MiB

0.0	207889
1.0	156864

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1094259
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	207889	54.6%
1.0	156864	41.2%
(Missing)	16179	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	207889	57.0%
1.0	156864	43.0%

Most occurring characters

Value	Count	Frequency (%)
0	572642	52.3%
.	364753	33.3%
1	156864	14.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	729506	66.7%
Other Punctuation	364753	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	572642	78.5%
1	156864	21.5%

Other Punctuation

Value	Count	Frequency (%)
.	364753	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1094259	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	572642	52.3%
.	364753	33.3%
1	156864	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1094259	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	572642	52.3%
.	364753	33.3%
1	156864	14.3%

RaceEthnicityCategory
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	10780
Missing (%)	2.8%
Memory size	22.2 MiB

315.0	277070
513.0	36482
493.0	29403
562.0	18858
481.0	8339

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	1850760
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	315.0
2nd row	315.0
3rd row	315.0
4th row	315.0
5th row	315.0

Common Values

Value	Count	Frequency (%)
315.0	277070	72.7%
513.0	36482	9.6%
493.0	29403	7.7%
562.0	18858	5.0%
481.0	8339	2.2%
(Missing)	10780	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
315.0	277070	74.9%
513.0	36482	9.9%
493.0	29403	7.9%
562.0	18858	5.1%
481.0	8339	2.3%

Most occurring characters

Value	Count	Frequency (%)
.	370152	20.0%
0	370152	20.0%
3	342955	18.5%
5	332410	18.0%
1	321891	17.4%
4	37742	2.0%
9	29403	1.6%
6	18858	1.0%
2	18858	1.0%
8	8339	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1480608	80.0%
Other Punctuation	370152	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	370152	25.0%
3	342955	23.2%
5	332410	22.5%
1	321891	21.7%
4	37742	2.5%
9	29403	2.0%
6	18858	1.3%
2	18858	1.3%
8	8339	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	370152	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1850760	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	370152	20.0%
0	370152	20.0%
3	342955	18.5%
5	332410	18.0%
1	321891	17.4%
4	37742	2.0%
9	29403	1.6%
6	18858	1.0%
2	18858	1.0%
8	8339	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1850760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	370152	20.0%
0	370152	20.0%
3	342955	18.5%
5	332410	18.0%
1	321891	17.4%
4	37742	2.0%
9	29403	1.6%
6	18858	1.0%
2	18858	1.0%
8	8339	0.5%

AgeCategory
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	13
Distinct (%)	< 0.1%
Missing	6348
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	53.243313

Minimum	18
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	18
5-th percentile	18
Q1	40
median	55
Q3	70
95-th percentile	80
Maximum	80
Range	62
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	18.226319
Coefficient of variation (CV)	0.34232129
Kurtosis	-0.96270182
Mean	53.243313
Median Absolute Deviation (MAD)	15
Skewness	-0.33723528
Sum	19944093
Variance	332.19871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
65	41071	10.8%
70	38192	10.0%
60	38166	10.0%
80	31864	8.4%
55	31423	8.2%
75	28661	7.5%
50	28448	7.5%
40	25065	6.6%
45	24036	6.3%
35	23980	6.3%
Other values (3)	63678	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	23156	6.1%
25	18854	4.9%
30	21668	5.7%
35	23980	6.3%
40	25065	6.6%
45	24036	6.3%
50	28448	7.5%
55	31423	8.2%
60	38166	10.0%
65	41071	10.8%

Value	Count	Frequency (%)
80	31864	8.4%
75	28661	7.5%
70	38192	10.0%
65	41071	10.8%
60	38166	10.0%
55	31423	8.2%
50	28448	7.5%
45	24036	6.3%
40	25065	6.6%
35	23980	6.3%

HeightInMeters
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	108
Distinct (%)	< 0.1%
Missing	8631
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.7025712

Minimum	0.91
Maximum	2.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	0.91
5-th percentile	1.52
Q1	1.63
median	1.7
Q3	1.78
95-th percentile	1.88
Maximum	2.41
Range	1.5
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.10717064
Coefficient of variation (CV)	0.062946351
Kurtosis	0.14597114
Mean	1.7025712
Median Absolute Deviation (MAD)	0.08
Skewness	0.025750182
Sum	633868.95
Variance	0.011485547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.68	32889	8.6%
1.63	31802	8.3%
1.7	30340	8.0%
1.65	29211	7.7%
1.78	28710	7.5%
1.73	27642	7.3%
1.75	25991	6.8%
1.6	25347	6.7%
1.83	25172	6.6%
1.57	24093	6.3%
Other values (98)	91104	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.91	18	< 0.1%
0.92	1	< 0.1%
0.95	1	< 0.1%
0.97	4	< 0.1%
0.99	1	< 0.1%
1	4	< 0.1%
1.02	2	< 0.1%
1.03	2	< 0.1%
1.04	18	< 0.1%
1.05	26	< 0.1%

Value	Count	Frequency (%)
2.41	4	< 0.1%
2.36	1	< 0.1%
2.34	2	< 0.1%
2.29	5	< 0.1%
2.26	10	< 0.1%
2.24	1	< 0.1%
2.21	6	< 0.1%
2.18	6	< 0.1%
2.16	9	< 0.1%
2.13	20	< 0.1%

WeightInKilograms
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	584
Distinct (%)	0.2%
Missing	20361
Missing (%)	5.3%
Infinite	0
Infinite (%)	0.0%
Mean	83.217059

Minimum	22.68
Maximum	292.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	22.68
5-th percentile	54.43
Q1	68.04
median	81.19
Q3	95.25
95-th percentile	122.47
Maximum	292.57
Range	269.89
Interquartile range (IQR)	27.21

Descriptive statistics

Standard deviation	21.485738
Coefficient of variation (CV)	0.2581891
Kurtosis	2.6537337
Mean	83.217059
Median Absolute Deviation (MAD)	13.15
Skewness	1.0632404
Sum	30005658
Variance	461.63692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90.72	18980	5.0%
81.65	17515	4.6%
68.04	15508	4.1%
72.57	15298	4.0%
77.11	14218	3.7%
86.18	12711	3.3%
63.5	11408	3.0%
79.38	10405	2.7%
99.79	9759	2.6%
74.84	9697	2.5%
Other values (574)	225072	59.1%
(Missing)	20361	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22.68	8	< 0.1%
23	1	< 0.1%
23.13	1	< 0.1%
23.59	1	< 0.1%
24	1	< 0.1%
24.04	2	< 0.1%
24.49	1	< 0.1%
24.95	5	< 0.1%
25.4	3	< 0.1%
25.85	3	< 0.1%

Value	Count	Frequency (%)
292.57	1	< 0.1%
290.3	1	< 0.1%
285	1	< 0.1%
281.68	1	< 0.1%
281	1	< 0.1%
280.32	1	< 0.1%
280	1	< 0.1%
278.96	1	< 0.1%
276.24	1	< 0.1%
274.42	1	< 0.1%

BMI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3887
Distinct (%)	1.1%
Missing	25608
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	28.586092

Minimum	12.02
Maximum	99.64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	12.02
5-th percentile	20.16
Q1	24.14
median	27.44
Q3	31.84
95-th percentile	40.72
Maximum	99.64
Range	87.62
Interquartile range (IQR)	7.7

Descriptive statistics

Standard deviation	6.5714124
Coefficient of variation (CV)	0.22988146
Kurtosis	4.1968959
Mean	28.586092
Median Absolute Deviation (MAD)	3.74
Skewness	1.3606458
Sum	10157324
Variance	43.183461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.63	3757	1.0%
27.46	2945	0.8%
24.41	2858	0.8%
27.44	2787	0.7%
27.12	2738	0.7%
25.1	2435	0.6%
32.28	2176	0.6%
29.53	2081	0.5%
29.29	2067	0.5%
25.84	2062	0.5%
Other values (3877)	329418	86.5%
(Missing)	25608	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.02	1	< 0.1%
12.05	1	< 0.1%
12.06	1	< 0.1%
12.11	3	< 0.1%
12.16	4	< 0.1%
12.19	1	< 0.1%
12.21	3	< 0.1%
12.24	1	< 0.1%
12.27	3	< 0.1%
12.3	1	< 0.1%

Value	Count	Frequency (%)
99.64	1	< 0.1%
97.65	4	< 0.1%
97.43	1	< 0.1%
96.2	1	< 0.1%
95.66	2	< 0.1%
94.66	1	< 0.1%
93.88	2	< 0.1%
93.51	1	< 0.1%
93.41	1	< 0.1%
92.73	1	< 0.1%

AlcoholDrinkers
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4901
Missing (%)	1.3%
Memory size	21.7 MiB

1.0	196484
0.0	179547

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1128093
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	196484	51.6%
0.0	179547	47.1%
(Missing)	4901	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	196484	52.3%
0.0	179547	47.7%

Most occurring characters

Value	Count	Frequency (%)
0	555578	49.2%
.	376031	33.3%
1	196484	17.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	752062	66.7%
Other Punctuation	376031	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	555578	73.9%
1	196484	26.1%

Other Punctuation

Value	Count	Frequency (%)
.	376031	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1128093	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	555578	49.2%
.	376031	33.3%
1	196484	17.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1128093	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	555578	49.2%
.	376031	33.3%
1	196484	17.4%

HIVTesting
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	18321
Missing (%)	4.8%
Memory size	21.3 MiB

0.0	239602
1.0	123009

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1087833
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	239602	62.9%
1.0	123009	32.3%
(Missing)	18321	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	239602	66.1%
1.0	123009	33.9%

Most occurring characters

Value	Count	Frequency (%)
0	602213	55.4%
.	362611	33.3%
1	123009	11.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	725222	66.7%
Other Punctuation	362611	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	602213	83.0%
1	123009	17.0%

Other Punctuation

Value	Count	Frequency (%)
.	362611	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1087833	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	602213	55.4%
.	362611	33.3%
1	123009	11.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1087833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	602213	55.4%
.	362611	33.3%
1	123009	11.3%

FluVaxLast12
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2705
Missing (%)	0.7%
Memory size	21.7 MiB

1.0	198580
0.0	179647

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1134681
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	198580	52.1%
0.0	179647	47.2%
(Missing)	2705	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	198580	52.5%
0.0	179647	47.5%

Most occurring characters

Value	Count	Frequency (%)
0	557874	49.2%
.	378227	33.3%
1	198580	17.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	756454	66.7%
Other Punctuation	378227	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	557874	73.7%
1	198580	26.3%

Other Punctuation

Value	Count	Frequency (%)
.	378227	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1134681	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	557874	49.2%
.	378227	33.3%
1	198580	17.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1134681	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	557874	49.2%
.	378227	33.3%
1	198580	17.5%

PneumoVaxEver
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	29798
Missing (%)	7.8%
Memory size	21.0 MiB

0.0	204991
1.0	146143

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1053402
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	204991	53.8%
1.0	146143	38.4%
(Missing)	29798	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	204991	58.4%
1.0	146143	41.6%

Most occurring characters

Value	Count	Frequency (%)
0	556125	52.8%
.	351134	33.3%
1	146143	13.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	702268	66.7%
Other Punctuation	351134	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	556125	79.2%
1	146143	20.8%

Other Punctuation

Value	Count	Frequency (%)
.	351134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1053402	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	556125	52.8%
.	351134	33.3%
1	146143	13.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1053402	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	556125	52.8%
.	351134	33.3%
1	146143	13.9%

TetanusLast10Tdap
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	34687
Missing (%)	9.1%
Memory size	21.1 MiB

0.0	116598
11.0	108419
12.0	94904
10.0	26324

Length

Max length	4
Median length	4
Mean length	3.66325
Min length	3

Characters and Unicode

Total characters	1268382
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	116598	30.6%
11.0	108419	28.5%
12.0	94904	24.9%
10.0	26324	6.9%
(Missing)	34687	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	116598	33.7%
11.0	108419	31.3%
12.0	94904	27.4%
10.0	26324	7.6%

Most occurring characters

Value	Count	Frequency (%)
0	489167	38.6%
.	346245	27.3%
1	338066	26.7%
2	94904	7.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	922137	72.7%
Other Punctuation	346245	27.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	489167	53.0%
1	338066	36.7%
2	94904	10.3%

Other Punctuation

Value	Count	Frequency (%)
.	346245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1268382	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	489167	38.6%
.	346245	27.3%
1	338066	26.7%
2	94904	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1268382	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	489167	38.6%
.	346245	27.3%
1	338066	26.7%
2	94904	7.5%

HighRiskLastYear
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1476
Missing (%)	0.4%
Memory size	21.8 MiB

0.0	362957
1.0	16499

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1138368
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	362957	95.3%
1.0	16499	4.3%
(Missing)	1476	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	362957	95.7%
1.0	16499	4.3%

Most occurring characters

Value	Count	Frequency (%)
0	742413	65.2%
.	379456	33.3%
1	16499	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	758912	66.7%
Other Punctuation	379456	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	742413	97.8%
1	16499	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	379456	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1138368	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	742413	65.2%
.	379456	33.3%
1	16499	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1138368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	742413	65.2%
.	379456	33.3%
1	16499	1.4%

CovidPos
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.8 MiB

0.0	270055
1.0	110877

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1142796
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	270055	70.9%
1.0	110877	29.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	270055	70.9%
1.0	110877	29.1%

Most occurring characters

Value	Count	Frequency (%)
0	650987	57.0%
.	380932	33.3%
1	110877	9.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	761864	66.7%
Other Punctuation	380932	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	650987	85.4%
1	110877	14.6%

Other Punctuation

Value	Count	Frequency (%)
.	380932	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1142796	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	650987	57.0%
.	380932	33.3%
1	110877	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1142796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	650987	57.0%
.	380932	33.3%
1	110877	9.7%

Auto

Heatmap
Table

	State	PhysicalHealthDays	MentalHealthDays	SleepHours	AgeCategory	HeightInMeters	WeightInKilograms	BMI	Sex	GeneralHealth	LastCheckupTime	PhysicalActivities	RemovedTeeth	HadHeartAttack	HadAngina	HadStroke	HadAsthma	HadSkinCancer	HadCOPD	HadDepressiveDisorder	HadKidneyDisease	HadArthritis	HadDiabetes	DeafOrHardOfHearing	BlindOrVisionDifficulty	DifficultyConcentrating	DifficultyWalking	DifficultyDressingBathing	DifficultyErrands	SmokerStatus	ECigaretteUsage	ChestScan	RaceEthnicityCategory	AlcoholDrinkers	HIVTesting	FluVaxLast12	PneumoVaxEver	TetanusLast10Tdap	HighRiskLastYear	CovidPos
State	1.000	-0.020	-0.002	-0.005	-0.014	-0.042	-0.081	-0.068	0.021	0.035	0.039	0.067	0.054	0.030	0.032	0.032	0.020	0.037	0.052	0.031	0.024	0.055	0.027	0.038	0.041	0.036	0.054	0.026	0.030	0.049	0.025	0.066	0.137	0.086	0.079	0.080	0.047	0.055	0.018	0.054
PhysicalHealthDays	-0.020	1.000	0.312	-0.084	0.032	-0.056	0.059	0.099	0.064	0.312	0.041	0.244	0.118	0.142	0.154	0.136	0.135	0.035	0.224	0.219	0.143	0.248	0.094	0.110	0.156	0.250	0.439	0.336	0.344	0.100	0.031	0.195	0.021	0.132	0.066	0.024	0.106	0.027	0.030	0.075
MentalHealthDays	-0.002	0.312	1.000	-0.152	-0.268	-0.063	0.007	0.039	0.100	0.153	0.037	0.117	0.052	0.045	0.038	0.048	0.130	0.049	0.104	0.443	0.039	0.074	0.030	0.045	0.108	0.384	0.161	0.168	0.252	0.117	0.104	0.066	0.029	0.058	0.135	0.063	0.049	0.030	0.125	0.063
SleepHours	-0.005	-0.084	-0.152	1.000	0.144	-0.012	-0.066	-0.068	0.027	0.106	0.035	0.123	0.069	0.068	0.051	0.072	0.074	0.044	0.097	0.123	0.059	0.079	0.042	0.065	0.105	0.167	0.164	0.140	0.164	0.088	0.048	0.094	0.051	0.087	0.090	0.069	0.071	0.026	0.053	0.054
AgeCategory	-0.014	0.032	-0.268	0.144	1.000	-0.122	-0.073	-0.014	0.071	0.076	0.153	0.122	0.219	0.185	0.214	0.145	0.056	0.259	0.157	0.117	0.144	0.398	0.136	0.242	0.076	0.093	0.255	0.081	0.073	0.109	0.170	0.286	0.121	0.144	0.305	0.294	0.508	0.090	0.214	0.183
HeightInMeters	-0.042	-0.056	-0.063	-0.012	-0.122	1.000	0.503	0.011	0.666	0.036	0.051	0.089	0.040	0.034	0.027	0.025	0.059	0.012	0.048	0.083	0.032	0.095	0.040	0.029	0.050	0.045	0.087	0.031	0.071	0.024	0.032	0.026	0.067	0.122	0.026	0.059	0.082	0.045	0.048	0.017
WeightInKilograms	-0.081	0.059	0.007	-0.066	-0.073	0.503	1.000	0.846	0.360	0.095	0.012	0.096	0.034	0.038	0.042	0.014	0.062	0.037	0.053	0.062	0.029	0.067	0.095	0.026	0.026	0.046	0.123	0.088	0.076	0.023	0.016	0.073	0.051	0.050	0.047	0.028	0.030	0.032	0.013	0.067
BMI	-0.068	0.099	0.039	-0.068	-0.014	0.011	0.846	1.000	0.110	0.124	0.032	0.155	0.051	0.029	0.040	0.017	0.108	0.046	0.071	0.118	0.049	0.120	0.117	0.021	0.037	0.078	0.183	0.110	0.105	0.028	0.027	0.065	0.046	0.078	0.044	0.024	0.014	0.015	0.023	0.069
Sex	0.021	0.064	0.100	0.027	0.071	0.666	0.360	0.110	1.000	0.031	0.107	0.063	0.015	0.072	0.058	0.000	0.077	0.003	0.032	0.135	0.014	0.102	0.089	0.068	0.022	0.037	0.072	0.010	0.070	0.050	0.062	0.052	0.040	0.105	0.005	0.069	0.068	0.107	0.052	0.016
GeneralHealth	0.035	0.312	0.153	0.106	0.076	0.036	0.095	0.124	0.031	1.000	0.052	0.295	0.173	0.203	0.217	0.178	0.140	0.037	0.276	0.219	0.191	0.271	0.162	0.146	0.199	0.280	0.457	0.340	0.367	0.136	0.034	0.249	0.058	0.191	0.048	0.051	0.144	0.052	0.006	0.011
LastCheckupTime	0.039	0.041	0.037	0.035	0.153	0.051	0.012	0.032	0.107	0.052	1.000	0.038	0.054	0.071	0.084	0.060	0.025	0.079	0.064	0.030	0.068	0.169	0.086	0.059	0.020	0.013	0.104	0.040	0.026	0.070	0.064	0.156	0.046	0.059	0.020	0.226	0.207	0.057	0.058	0.023
PhysicalActivities	0.067	0.244	0.117	0.123	0.122	0.089	0.096	0.155	0.063	0.295	0.038	1.000	0.199	0.086	0.079	0.082	0.046	0.005	0.140	0.081	0.086	0.128	0.147	0.076	0.095	0.109	0.286	0.172	0.193	0.136	0.024	0.102	0.072	0.161	0.023	0.025	0.053	0.106	0.021	0.014
RemovedTeeth	0.054	0.118	0.052	0.069	0.219	0.040	0.034	0.051	0.015	0.173	0.054	0.199	1.000	0.176	0.161	0.139	0.044	0.057	0.260	0.071	0.113	0.252	0.118	0.154	0.136	0.114	0.288	0.145	0.161	0.219	0.027	0.224	0.048	0.187	0.026	0.035	0.175	0.074	0.048	0.063
HadHeartAttack	0.030	0.142	0.045	0.068	0.185	0.034	0.038	0.029	0.072	0.203	0.071	0.086	0.176	1.000	0.443	0.185	0.026	0.053	0.141	0.028	0.115	0.124	0.151	0.104	0.080	0.054	0.165	0.087	0.094	0.083	0.023	0.174	0.033	0.074	0.015	0.048	0.120	0.044	0.022	0.021
HadAngina	0.032	0.154	0.038	0.051	0.214	0.027	0.042	0.040	0.058	0.217	0.084	0.079	0.161	0.443	1.000	0.152	0.036	0.082	0.159	0.033	0.149	0.152	0.158	0.114	0.074	0.049	0.176	0.093	0.094	0.042	0.033	0.189	0.050	0.066	0.025	0.080	0.158	0.032	0.028	0.016
HadStroke	0.032	0.136	0.048	0.072	0.145	0.025	0.014	0.017	0.000	0.178	0.060	0.082	0.139	0.185	0.152	1.000	0.038	0.043	0.111	0.048	0.092	0.107	0.113	0.083	0.098	0.088	0.172	0.112	0.130	0.067	0.017	0.141	0.035	0.070	0.004	0.037	0.091	0.034	0.015	0.021
HadAsthma	0.020	0.135	0.130	0.074	0.056	0.059	0.062	0.108	0.077	0.140	0.025	0.046	0.044	0.026	0.036	0.038	1.000	0.000	0.205	0.153	0.037	0.097	0.056	0.028	0.049	0.111	0.108	0.075	0.096	0.039	0.047	0.086	0.037	0.028	0.076	0.019	0.089	0.044	0.031	0.046
HadSkinCancer	0.037	0.035	0.049	0.044	0.259	0.012	0.037	0.046	0.003	0.037	0.079	0.005	0.057	0.053	0.082	0.043	0.000	1.000	0.047	0.013	0.062	0.127	0.032	0.084	0.010	0.019	0.050	0.012	0.006	0.037	0.066	0.095	0.145	0.008	0.064	0.115	0.168	0.024	0.042	0.033
HadCOPD	0.052	0.224	0.104	0.097	0.157	0.048	0.053	0.071	0.032	0.276	0.064	0.140	0.260	0.141	0.159	0.111	0.205	0.047	1.000	0.126	0.096	0.184	0.111	0.110	0.103	0.122	0.246	0.151	0.163	0.274	0.061	0.206	0.057	0.086	0.030	0.045	0.164	0.042	0.010	0.012
HadDepressiveDisorder	0.031	0.219	0.443	0.123	0.117	0.083	0.062	0.118	0.135	0.219	0.030	0.081	0.071	0.028	0.033	0.048	0.153	0.013	0.126	1.000	0.052	0.121	0.056	0.038	0.087	0.340	0.152	0.133	0.209	0.140	0.140	0.072	0.063	0.028	0.141	0.017	0.037	0.056	0.089	0.042
HadKidneyDisease	0.024	0.143	0.039	0.059	0.144	0.032	0.029	0.049	0.014	0.191	0.068	0.086	0.113	0.115	0.149	0.092	0.037	0.062	0.096	0.052	1.000	0.132	0.169	0.078	0.074	0.053	0.161	0.088	0.100	0.010	0.024	0.128	0.024	0.082	0.002	0.067	0.131	0.015	0.019	0.008
HadArthritis	0.055	0.248	0.074	0.079	0.398	0.095	0.067	0.120	0.102	0.271	0.169	0.128	0.252	0.124	0.152	0.107	0.097	0.127	0.184	0.121	0.132	1.000	0.174	0.152	0.097	0.102	0.333	0.153	0.152	0.077	0.064	0.231	0.120	0.096	0.027	0.148	0.272	0.054	0.065	0.036
HadDiabetes	0.027	0.094	0.030	0.042	0.136	0.040	0.095	0.117	0.089	0.162	0.086	0.147	0.118	0.151	0.158	0.113	0.056	0.032	0.111	0.056	0.169	0.174	1.000	0.093	0.099	0.067	0.225	0.106	0.110	0.020	0.029	0.157	0.042	0.153	0.033	0.101	0.188	0.031	0.041	0.016
DeafOrHardOfHearing	0.038	0.110	0.045	0.065	0.242	0.029	0.026	0.021	0.068	0.146	0.059	0.076	0.154	0.104	0.114	0.083	0.028	0.084	0.110	0.038	0.078	0.152	0.093	1.000	0.134	0.110	0.175	0.099	0.100	0.044	0.020	0.126	0.058	0.052	0.035	0.057	0.132	0.051	0.020	0.029
BlindOrVisionDifficulty	0.041	0.156	0.108	0.105	0.076	0.050	0.026	0.037	0.022	0.199	0.020	0.095	0.136	0.080	0.074	0.098	0.049	0.010	0.103	0.087	0.074	0.097	0.099	0.134	1.000	0.170	0.200	0.154	0.216	0.080	0.031	0.089	0.072	0.074	0.027	0.008	0.042	0.043	0.011	0.007
DifficultyConcentrating	0.036	0.250	0.384	0.167	0.093	0.045	0.046	0.078	0.037	0.280	0.013	0.109	0.114	0.054	0.049	0.088	0.111	0.019	0.122	0.340	0.053	0.102	0.067	0.110	0.170	1.000	0.219	0.204	0.313	0.147	0.137	0.086	0.060	0.066	0.090	0.044	0.011	0.025	0.090	0.026
DifficultyWalking	0.054	0.439	0.161	0.164	0.255	0.087	0.123	0.183	0.072	0.457	0.104	0.286	0.288	0.165	0.176	0.172	0.108	0.050	0.246	0.152	0.161	0.333	0.225	0.175	0.200	0.219	1.000	0.392	0.390	0.130	0.026	0.220	0.041	0.169	0.005	0.062	0.175	0.075	0.033	0.036
DifficultyDressingBathing	0.026	0.336	0.168	0.140	0.081	0.031	0.088	0.110	0.010	0.340	0.040	0.172	0.145	0.087	0.093	0.112	0.075	0.012	0.151	0.133	0.088	0.153	0.106	0.099	0.154	0.204	0.392	1.000	0.421	0.101	0.027	0.116	0.039	0.085	0.043	0.004	0.062	0.033	0.003	0.014
DifficultyErrands	0.030	0.344	0.252	0.164	0.073	0.071	0.076	0.105	0.070	0.367	0.026	0.193	0.161	0.094	0.094	0.130	0.096	0.006	0.163	0.209	0.100	0.152	0.110	0.100	0.216	0.313	0.390	0.421	1.000	0.117	0.061	0.131	0.035	0.118	0.047	0.002	0.074	0.041	0.026	0.016
SmokerStatus	0.049	0.100	0.117	0.088	0.109	0.024	0.023	0.028	0.050	0.136	0.070	0.136	0.219	0.083	0.042	0.067	0.039	0.037	0.274	0.140	0.010	0.077	0.020	0.044	0.080	0.147	0.130	0.101	0.117	1.000	0.246	0.122	0.050	0.035	0.142	0.117	0.022	0.053	0.081	0.054
ECigaretteUsage	0.025	0.031	0.104	0.048	0.170	0.032	0.016	0.027	0.062	0.034	0.064	0.024	0.027	0.023	0.033	0.017	0.047	0.066	0.061	0.140	0.024	0.064	0.029	0.020	0.031	0.137	0.026	0.027	0.061	0.246	1.000	0.025	0.042	0.071	0.123	0.130	0.090	0.006	0.175	0.054
ChestScan	0.066	0.195	0.066	0.094	0.286	0.026	0.073	0.065	0.052	0.249	0.156	0.102	0.224	0.174	0.189	0.141	0.086	0.095	0.206	0.072	0.128	0.231	0.157	0.126	0.089	0.086	0.220	0.116	0.131	0.122	0.025	1.000	0.082	0.092	0.046	0.095	0.228	0.060	0.025	0.005
RaceEthnicityCategory	0.137	0.021	0.029	0.051	0.121	0.067	0.051	0.046	0.040	0.058	0.046	0.072	0.048	0.033	0.050	0.035	0.037	0.145	0.057	0.063	0.024	0.120	0.042	0.058	0.072	0.060	0.041	0.039	0.035	0.050	0.042	0.082	1.000	0.089	0.165	0.120	0.155	0.070	0.065	0.056
AlcoholDrinkers	0.086	0.132	0.058	0.087	0.144	0.122	0.050	0.078	0.105	0.191	0.059	0.161	0.187	0.074	0.066	0.070	0.028	0.008	0.086	0.028	0.082	0.096	0.153	0.052	0.074	0.066	0.169	0.085	0.118	0.035	0.071	0.092	0.089	1.000	0.054	0.007	0.079	0.084	0.078	0.041
HIVTesting	0.079	0.066	0.135	0.090	0.305	0.026	0.047	0.044	0.005	0.048	0.020	0.023	0.026	0.015	0.025	0.004	0.076	0.064	0.030	0.141	0.002	0.027	0.033	0.035	0.027	0.090	0.005	0.043	0.047	0.142	0.123	0.046	0.165	0.054	1.000	0.045	0.074	0.121	0.134	0.077
FluVaxLast12	0.080	0.024	0.063	0.069	0.294	0.059	0.028	0.024	0.069	0.051	0.226	0.025	0.035	0.048	0.080	0.037	0.019	0.115	0.045	0.017	0.067	0.148	0.101	0.057	0.008	0.044	0.062	0.004	0.002	0.117	0.130	0.095	0.120	0.007	0.045	1.000	0.344	0.135	0.065	0.068
PneumoVaxEver	0.047	0.106	0.049	0.071	0.508	0.082	0.030	0.014	0.068	0.144	0.207	0.053	0.175	0.120	0.158	0.091	0.089	0.168	0.164	0.037	0.131	0.272	0.188	0.132	0.042	0.011	0.175	0.062	0.074	0.022	0.090	0.228	0.155	0.079	0.074	0.344	1.000	0.126	0.063	0.077
TetanusLast10Tdap	0.055	0.027	0.030	0.026	0.090	0.045	0.032	0.015	0.107	0.052	0.057	0.106	0.074	0.044	0.032	0.034	0.044	0.024	0.042	0.056	0.015	0.054	0.031	0.051	0.043	0.025	0.075	0.033	0.041	0.053	0.006	0.060	0.070	0.084	0.121	0.135	0.126	1.000	0.015	0.052
HighRiskLastYear	0.018	0.030	0.125	0.053	0.214	0.048	0.013	0.023	0.052	0.006	0.058	0.021	0.048	0.022	0.028	0.015	0.031	0.042	0.010	0.089	0.019	0.065	0.041	0.020	0.011	0.090	0.033	0.003	0.026	0.081	0.175	0.025	0.065	0.078	0.134	0.065	0.063	0.015	1.000	0.053
CovidPos	0.054	0.075	0.063	0.054	0.183	0.017	0.067	0.069	0.016	0.011	0.023	0.014	0.063	0.021	0.016	0.021	0.046	0.033	0.012	0.042	0.008	0.036	0.016	0.029	0.007	0.026	0.036	0.014	0.016	0.054	0.054	0.005	0.056	0.041	0.077	0.068	0.077	0.052	0.053	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	State	Sex	GeneralHealth	PhysicalHealthDays	MentalHealthDays	LastCheckupTime	PhysicalActivities	SleepHours	RemovedTeeth	HadHeartAttack	HadStroke	HadAsthma	HadSkinCancer	HadKidneyDisease	HadArthritis	HadDiabetes	DeafOrHardOfHearing	BlindOrVisionDifficulty	DifficultyWalking	SmokerStatus	ECigaretteUsage	ChestScan	RaceEthnicityCategory	AgeCategory	HeightInMeters	WeightInKilograms	BMI	AlcoholDrinkers	HIVTesting	FluVaxLast12	PneumoVaxEver	TetanusLast10Tdap
0	53.26	1.0	2.0	0.0	0.0	0.0	0.0	8.0	NaN	0.0	0.0	0.0	0.0	0.0	0.0	4.0	0.0	0.0	0.0	0.0	1000000.0	0.0	315.0	80.0	NaN	NaN	NaN	0.0	0.0	1.0	0.0	11.0
1	53.26	1.0	3.0	0.0	0.0	NaN	0.0	6.0	NaN	0.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	80.0	1.60	68.04	26.57	0.0	0.0	0.0	0.0	0.0
2	53.26	1.0	3.0	0.0	0.0	0.0	1.0	7.0	NaN	0.0	0.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	1001000.0	0.0	1.0	315.0	NaN	1.65	63.50	23.30	0.0	0.0	1.0	1.0	0.0
3	53.26	1.0	0.0	2.0	0.0	0.0	1.0	9.0	NaN	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	315.0	40.0	1.57	53.98	21.77	1.0	0.0	0.0	1.0	0.0
4	53.26	0.0	-1.0	1.0	0.0	0.0	0.0	7.0	NaN	1.0	1.0	0.0	0.0	0.0	0.0	4.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	80.0	1.80	84.82	26.08	0.0	0.0	0.0	1.0	0.0
5	53.26	1.0	2.0	0.0	0.0	0.0	1.0	7.0	NaN	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	0.0	0.0	493.0	80.0	1.65	62.60	22.96	1.0	0.0	0.0	0.0	0.0
6	53.26	1.0	1.0	0.0	0.0	0.0	0.0	8.0	NaN	0.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	315.0	80.0	1.63	73.48	27.81	0.0	0.0	1.0	1.0	11.0
7	53.26	1.0	1.0	0.0	0.0	0.0	1.0	6.0	NaN	0.0	0.0	0.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0	NaN	1000000.0	NaN	315.0	75.0	1.70	NaN	NaN	0.0	1.0	0.0	0.0	11.0
8	53.26	1.0	1.0	1.0	0.0	0.0	1.0	7.0	NaN	0.0	0.0	0.0	0.0	1.0	0.0	4.0	0.0	0.0	0.0	0.0	0.0	NaN	315.0	70.0	1.68	81.65	29.05	1.0	NaN	1.0	1.0	0.0
9	53.26	1.0	0.0	8.0	9.0	0.0	0.0	8.0	NaN	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	0.0	0.0	0.0	0.0	1.0	315.0	80.0	1.60	74.84	29.23	0.0	0.0	1.0	1.0	11.0

	State	Sex	GeneralHealth	PhysicalHealthDays	MentalHealthDays	LastCheckupTime	PhysicalActivities	SleepHours	RemovedTeeth	HadHeartAttack	HadAngina	HadStroke	HadAsthma	HadCOPD	HadDepressiveDisorder	HadArthritis	HadDiabetes	DifficultyWalking	DifficultyErrands	SmokerStatus	ECigaretteUsage	ChestScan	RaceEthnicityCategory	AgeCategory	HeightInMeters	WeightInKilograms	BMI	AlcoholDrinkers	HIVTesting	FluVaxLast12	PneumoVaxEver	TetanusLast10Tdap	CovidPos
380922	55.59	0.0	0.0	10.0	0.0	1.0	1.0	NaN	0.03125	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1001000.0	0.0	0.0	493.0	50.0	1.80	90.72	27.89	1.0	1.0	0.0	0.0	0.0	1.0
380923	55.59	0.0	0.0	NaN	0.0	0.0	1.0	6.0	0.03125	0.0	0.0	0.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	NaN	1000000.0	1.0	493.0	35.0	1.85	104.33	30.34	0.0	1.0	0.0	NaN	11.0	1.0
380924	55.59	1.0	0.0	0.0	10.0	0.0	1.0	6.0	0.03125	0.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	NaN	493.0	80.0	1.65	88.45	32.45	1.0	NaN	0.0	0.0	NaN	1.0
380925	55.59	0.0	1.0	14.0	0.0	0.0	1.0	NaN	0.00000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	0.0	1.0	513.0	30.0	1.83	95.25	28.48	0.0	1.0	0.0	0.0	0.0	1.0
380926	55.59	0.0	0.0	30.0	1.0	0.0	0.0	6.0	0.18750	0.0	NaN	1.0	0.0	1.0	0.0	0.0	1.0	0.0	0.0	NaN	0.0	1.0	315.0	70.0	1.78	70.31	22.24	0.0	0.0	1.0	NaN	11.0	1.0
380927	55.59	1.0	0.0	0.0	7.0	0.0	1.0	7.0	0.00000	0.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	493.0	25.0	1.93	90.72	24.34	0.0	0.0	0.0	0.0	0.0	1.0
380928	55.59	0.0	1.0	0.0	15.0	0.0	1.0	7.0	0.03125	0.0	0.0	1.0	0.0	0.0	0.0	1.0	4.0	0.0	0.0	0.0	0.0	0.0	481.0	65.0	1.68	83.91	29.86	1.0	1.0	1.0	1.0	11.0	1.0
380929	55.59	0.0	1.0	0.0	0.0	1.0	1.0	8.0	0.00000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	30.0	1.83	104.33	31.19	1.0	NaN	0.0	0.0	NaN	1.0
380930	55.59	1.0	1.0	0.0	3.0	1.0	1.0	6.0	0.00000	0.0	0.0	0.0	1.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	493.0	18.0	1.65	69.85	25.63	NaN	1.0	0.0	0.0	0.0	1.0
380931	55.59	0.0	2.0	0.0	0.0	0.0	0.0	5.0	0.00000	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	493.0	70.0	1.83	108.86	32.55	0.0	1.0	1.0	1.0	0.0	1.0

Most frequently occurring

	State	Sex	GeneralHealth	PhysicalHealthDays	PhysicalActivities	SleepHours	RemovedTeeth	HadStroke	HadAsthma	HadSkinCancer	HadArthritis	HadDiabetes	DeafOrHardOfHearing	DifficultyWalking	SmokerStatus	ECigaretteUsage	ChestScan	RaceEthnicityCategory	AgeCategory	HeightInMeters	WeightInKilograms	BMI	AlcoholDrinkers	HIVTesting	FluVaxLast12	PneumoVaxEver	TetanusLast10Tdap	CovidPos	# duplicates
0	59.28	0.0	1.0	0.0	1.0	5.0	0.0000	0.0	0.0	0.0	0.0	4.0	1.0	0.0	NaN	1000000.0	0.0	NaN	50.0	1.75	97.52	31.75	1.0	1.0	1.0	0.0	11.0	0.0	2
1	66.24	1.0	3.0	0.0	1.0	7.0	0.0000	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	75.0	1.63	56.70	21.46	1.0	0.0	1.0	1.0	12.0	0.0	2
2	66.50	1.0	0.0	30.0	1.0	7.0	0.0000	0.0	0.0	0.0	0.0	4.0	0.0	1.0	0.0	0.0	1.0	315.0	70.0	1.75	90.72	29.53	0.0	0.0	1.0	1.0	0.0	0.0	2
3	76.35	0.0	2.0	0.0	1.0	7.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	315.0	65.0	1.93	104.33	28.00	1.0	1.0	1.0	1.0	0.0	0.0	2
4	76.35	0.0	3.0	0.0	1.0	7.0	0.0000	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	60.0	1.80	77.11	23.71	1.0	1.0	1.0	0.0	12.0	0.0	2
5	79.30	0.0	1.0	0.0	0.0	8.0	0.1875	1.0	0.0	0.0	0.0	4.0	0.0	0.0	NaN	0.0	1.0	315.0	75.0	1.63	80.74	30.55	1.0	0.0	0.0	0.0	0.0	0.0	2
6	79.30	1.0	3.0	0.0	1.0	7.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	0.0	0.0	315.0	50.0	NaN	NaN	NaN	1.0	0.0	1.0	0.0	11.0	1.0	2
7	79.98	0.0	3.0	0.0	1.0	8.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	315.0	50.0	1.75	65.77	21.41	1.0	0.0	1.0	1.0	12.0	0.0	2
8	79.98	1.0	1.0	0.0	1.0	8.0	0.0000	0.0	1.0	0.0	0.0	0.0	0.0	0.0	NaN	0.0	1.0	315.0	65.0	1.65	45.36	16.64	1.0	0.0	1.0	1.0	12.0	0.0	2
9	86.09	1.0	2.0	0.0	1.0	9.0	0.0000	0.0	0.0	0.0	1.0	0.0	0.0	1.0	NaN	0.0	1.0	315.0	70.0	1.65	79.38	29.12	1.0	0.0	1.0	1.0	11.0	0.0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number